Unsupervised Object Localization: Observing the Background to Discover Objects

15 December 2022

Papers citing "Unsupervised Object Localization: Observing the Background to Discover Objects"

45 / 45 papers shown

Title
Improving Open-World Object Localization by Discovering Background Ashish Singh Michael J. Jones Kuan-Chuan Peng A. Cherian Moitreya Chatterjee Erik Learned-Miller ObjD OCL VLM 64 0 0 24 Apr 2025
On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs Gesina Schwalbe Georgii Mikriukov Edgar Heinert Stavros Gerolymatos Mert Keser Alois Knoll Matthias Rottmann Annika Mütze 31 0 0 11 Apr 2025
LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation Vladan Stojnić Yannis Kalantidis Jirí Matas Giorgos Tolias VLM 46 0 0 25 Mar 2025
Multi-Scale Foreground-Background Confidence for Out-of-Distribution Segmentation Samuel Marschall Kira Maag 80 1 0 22 Dec 2024
Seamless Detection: Unifying Salient Object Detection and Camouflaged Object Detection Yi Liu Chengxin Li Xiaohui Dong Lei Li Dingwen Zhang Shoukun Xu J. Han 68 0 0 22 Dec 2024
Redefining Normal: A Novel Object-Level Approach for Multi-Object Novelty Detection Mohammadreza Salehi Nikolaos Apostolikas E. Gavves Cees G. M. Snoek Yuki M. Asano ObjD 82 0 0 15 Dec 2024
Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation Luca Barsellotti Lorenzo Bianchi Nicola Messina F. Carrara Marcella Cornia Lorenzo Baraldi Fabrizio Falchi Rita Cucchiara VLM 72 2 0 28 Nov 2024
Unsupervised Part Discovery via Dual Representation Alignment Jiahao Xia Wenjian Huang Min Xu Jianguo Zhang Haimin Zhang Ziyu Sheng Dong Xu 34 0 0 15 Aug 2024
CamoTeacher: Dual-Rotation Consistency Learning for Semi-Supervised Camouflaged Object Detection Xunfa Lai Zhiyu Yang Jie Hu Shengchuan Zhang Liujuan Cao Guannan Jiang Zhiyu Wang Songan Zhang Rongrong Ji 34 3 0 15 Aug 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation Dahyun Kang Minsu Cho ObjD VLM 37 9 0 09 Aug 2024
Bayesian Active Learning for Semantic Segmentation Sima Didari Wenjun Hu Jae Oh Woo Heng Hao Hankyu Moon Seungjai Min 48 0 0 03 Aug 2024
PEEKABOO: Hiding parts of an image for unsupervised object localization Hasib Zunair u 24 A.BenHamza SSL 36 0 0 24 Jul 2024
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation Thomas Stegmüller Tim Lebailly Nikola Dukic Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran VLM 36 1 0 23 Jun 2024
Unsupervised Object Detection with Theoretical Guarantees Marian Longa Joao F. Henriques 37 0 0 11 Jun 2024
Masked Multi-Query Slot Attention for Unsupervised Object Discovery Rishav Pramanik José-Fabian Villa-Vásquez M. Pedersoli OCL 38 0 0 30 Apr 2024
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation Shengcao Cao Jiuxiang Gu Jason Kuen Hao Tan Ruiyi Zhang Handong Zhao A. Nenkova Liangyan Gui Tong Sun Yu-Xiong Wang VLM OCL 33 3 0 18 Apr 2024
Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation Sina Hajimiri Ismail Ben Ayed Jose Dolz VLM 41 22 0 12 Apr 2024
HASSOD: Hierarchical Adaptive Self-Supervised Object Detection Shengcao Cao Dhiraj Joshi Liangyan Gui Yu-Xiong Wang 19 11 0 05 Feb 2024
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer Sonal Kumar Arijit Sur R. Baruah ViT 35 2 0 23 Jan 2024
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models Koichi Namekata Amirmojtaba Sabour Sanja Fidler Seung Wook Kim 47 18 0 22 Jan 2024
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping Xin Zhang Jinheng Xie Yuan. Yuan Michael Bi Mi Robby T. Tan VOS OCL VLM 57 2 0 29 Dec 2023
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation Monika Wysoczañska Oriane Siméoni Michael Ramamonjisoa Andrei Bursuc Tomasz Trzciñski Patrick Pérez VLM CLIP 26 29 0 19 Dec 2023
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers Ioannis Kakogeorgiou Spyros Gidaris Konstantinos Karantzalos N. Komodakis ViT OCL 15 12 0 01 Dec 2023
The Background Also Matters: Background-Aware Motion-Guided Objects Discovery Sandra Kara Hejer Ammar Florian Chabot Quoc-Cuong Pham 22 3 0 05 Nov 2023
Three Pillars improving Vision Foundation Model Distillation for Lidar Gilles Puy Spyros Gidaris Alexandre Boulch Oriane Siméoni Corentin Sautier Patrick Pérez Andrei Bursuc Renaud Marlet 99 18 0 26 Oct 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey Oriane Siméoni Éloi Zablocki Spyros Gidaris Gilles Puy Patrick Pérez 29 10 0 19 Oct 2023
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free Monika Wysoczañska Michael Ramamonjisoa Tomasz Trzciñski Oriane Siméoni 3DV VLM 24 20 0 25 Sep 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 26 13 0 22 Sep 2023
SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics Sriram Ravindran Debraj Basu 29 2 0 20 Sep 2023
Box-based Refinement for Weakly Supervised and Unsupervised Localization Tasks Eyal Gomel Tal Shaharabany Lior Wolf ObjD 24 3 0 07 Sep 2023
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval Hanxi Li Jianfei Hu Bo-wen Li Hao Chen Yongbin Zheng Chunhua Shen 37 17 0 13 Aug 2023
Unsupervised Camouflaged Object Segmentation as Domain Adaptation Yi Zhang Chengyi Wu 26 3 0 08 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 27 0 0 28 Jul 2023
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future Chaoyang Zhu Long Chen ObjD VLM 31 32 0 18 Jul 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery Yun-Qiu Lv Jing Zhang Nick Barnes Yuchao Dai 23 11 0 07 Jul 2023
PaintSeg: Training-free Segmentation via Painting Xiang Li Chung-Ching Lin Yinpeng Chen Zicheng Liu Jinglu Wang Bhiksha Raj 34 5 0 30 May 2023
DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery Chaofan Ma Yu-Hao Yang Chen Ju Feifan Zhang Jinxian Liu Yu Wang Ya-Qin Zhang Yanfeng Wang DiffM 32 37 0 17 Mar 2023
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation Georgy Ponimatkin Nermin Samet Yanghua Xiao Yuming Du Renaud Marlet Vincent Lepetit VOS 74 20 0 19 Sep 2022
Unsupervised Multi-object Segmentation Using Attention and Soft-argmax Bruno Sauvalle A. de La Fortelle 3DPC 49 12 0 26 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 177 196 0 29 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 314 5,775 0 29 Apr 2021
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Luc Van Gool SSL 188 250 0 11 Feb 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020
The Fast Bilateral Solver Jonathan T. Barron Ben Poole 166 371 0 10 Nov 2015